Cortex AI
Operational intelligence for your EV charging network
Cortex turns raw OCPP events and session data into risk scores, forecasts and recommendations — so your team can prevent issues instead of reacting to them.
Cortex AI
Why it matters
Unplanned charger outages, slow incident triage and limited visibility all hit revenue and SLAs. Cortex continuously learns from behaviour across chargers, sites and fleets to surface emerging risks, prioritise incidents and guide rollout and maintenance decisions.
Predictive maintenance
Per-charger and per-site risk scores that highlight where to dispatch maintenance before drivers feel the impact.
Demand forecasting
Site-level and portfolio-level load forecasts to inform capacity planning, pricing and energy contracts.
Context-aware alerts
Noisy device events grouped into a single prioritised incident with suggested impact and next steps.
Explainable anomalies
Understand why something looks wrong instead of just seeing another red icon.
Rollout guidance
Recommendations for when and where to roll out firmware and config changes safely.
Continuous learning
Models adapt as your network grows, new hardware is added and usage patterns change.
Core capabilities
- Failure probabilities at device and site level, over 7–30 day horizons
- Demand and load forecasts at site or group level
- Prioritised, enriched incidents with suggested next actions
- Rules-as-JSON to automate actions from insights
- Alert streams via webhooks or Server-Sent Events
- Health scores you can track across fleets and time
Who it's for
Charge point operators
Improve uptime, SLAs and customer experience across mixed hardware fleets.
Fleets
Balance operational needs with energy cost and charging availability.
Energy providers
Align capacity with demand and plan infrastructure investments.
API-first
Connect platform workflows to your systems
- Maintenance risk predictions over 7–30 day horizons
- Demand & load forecasts at site or group level
- Rules-as-JSON to automate actions from insights
- Alert streams via webhooks or Server-Sent Events
curl -X POST \
https://api.ampnexus.co.uk/v1/cortex/predict/maintenance \
-H "Authorization: Bearer $TOKEN" \
-d '{ "deviceIds": ["cp-2481"], "horizonDays": 14 }'
# → 200 OK
# { "predictions": [{
# "deviceId": "cp-2481",
# "risk": 0.87,
# "topFactor": "connector_wear",
# "recommendation": "schedule_maintenance"
# }]}Add intelligence to every connection
Use Cortex alongside the AmpNexus platform to predict, prevent and optimise.